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GenFlightRec/db_import.py

91 lines
3.0 KiB

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import pandas as pd
import mysql.connector
from mysql.connector import Error
import os
from datetime import datetime, timedelta
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# 数据库连接配置
db_config = {
'host': '152.136.166.253', # 修改这里,去掉端口号
'port': 8989, # 单独指定端口号
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'database': 'fly_ticket',
'user': 'root',
'password': 'Cauc@2024'
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}
def import_csv_to_db(file_path, cursor):
df = pd.read_csv(file_path)
for index, row in df.iterrows():
sql = """INSERT INTO flight (f_n, f_s_p, f_a_p, f_s_a, f_a_a, f_s_t, f_a_t, f_Date, f_Delay, f_p, f_food, f_wide, f_depcode, f_dstcode)
VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
ON DUPLICATE KEY UPDATE
f_s_p = VALUES(f_s_p),
f_a_p = VALUES(f_a_p),
f_s_a = VALUES(f_s_a),
f_a_a = VALUES(f_a_a),
f_s_t = VALUES(f_s_t),
f_a_t = VALUES(f_a_t),
f_Delay = VALUES(f_Delay),
f_p = VALUES(f_p),
f_food = VALUES(f_food),
f_wide = VALUES(f_wide),
f_depcode = VALUES(f_depcode),
f_dstcode = VALUES(f_dstcode);"""
values = (
row['航班号'],
row['出发城市'],
row['到达城市'],
row['出发机场'],
row['到达机场'],
row['出发时间'],
row['到达时间'],
row['出发日期'],
row['出发延误时间'],
row['economy_origin'],
row['经济舱餐食信息'],
row['经济舱座椅间距'],
row['出发机场三字码'],
row['到达机场三字码']
)
cursor.execute(sql, values)
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try:
# 连接到数据库
conn = mysql.connector.connect(**db_config)
if conn.is_connected():
cursor = conn.cursor()
# 设置日期范围
start_date = datetime(2024, 11, 12)
end_date = datetime(2024, 11, 20)
current_date = start_date
while current_date <= end_date:
folder_name = current_date.strftime("%Y-%m-%d")
folder_path = os.path.join("D:\college\SE2\Ctrip-Crawler-main\Ctrip-Crawler-withComfortInfo", folder_name, "2024-11-12")
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if os.path.exists(folder_path):
for file_name in os.listdir(folder_path):
if file_name.endswith('.csv'):
file_path = os.path.join(folder_path, file_name)
import_csv_to_db(file_path, cursor)
print(f"已导入文件: {file_path}")
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current_date += timedelta(days=1)
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# 提交更改
conn.commit()
print("所有数据成功插入到数据库")
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except Error as e:
print(f"连接数据库时出错: {e}")
finally:
if 'conn' in locals() and conn.is_connected():
cursor.close()
conn.close()
print("数据库连接已关闭")